
A Practical Introduction to Human-in-the-Loop Cyber-Physical Systems
Wiley-IEEE Press
Published on 19. January 2018
Book
Hardback
320 pages
978-1-119-37777-1 (ISBN)
Description
The first book focusing on one of the hottest new topics in Internet of Things systems research and development
Studies estimate that by 2020 we will have a vast Internet of Things (IoT) network comprising 26 billion connected devices, including everything from light bulbs to refrigerators, coffee makers to cars. From the beginning, the concept of cyber-physical systems (CPS), or the sensing and control of physical phenomena through networks of devices that work together to achieve common goals, has been implicit in the IoT enterprise. This book focuses on the increasingly hot topic of Human-in-the-loop Cyber-Physical Systems (HiTLCPS)--CPSs that incorporate human responses in IoT equation.
Why have we not yet integrated the human component into CPSs? What are the major challenges to achieving HiTLCPS? How can we take advantage of ubiquitous sensing platforms, such as smartphones and personal devices to achieve that goal? While mature HiTLCPS designs have yet to be achieved, or a general consensus reached on underlying HiTLCPS requirements, principles, and theory, researchers and developers worldwide are on the cusp of realizing them. With contributions from researchers at the cutting edge of HiTLCPS R&D, this book addresses many of these questions from the theoretical and practical points of view.
* An essential primer on a rapidly emerging Internet-of-Things concept, focusing on human-centric applications
* Discusses new topics which, until now, have only been available in research papers scattered throughout the world literature
* Addressed fundamental concepts in depth while providing practical insights into the development of complete HiTLCPS systems
* Includes a companion website containing full source-code for all of the applications described
This book is an indispensable resource for researchers and app developers eager to explore HiTL concepts and include them into their designs. It is also an excellent primer for advanced undergraduates and graduate students studying IoT, CPS, and HiTLCPS.
More details
Series
Edition
1. Auflage
Language
English
Place of publication
United States
Publishing group
John Wiley & Sons Inc
Target group
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 246 mm
Width: 173 mm
Thickness: 23 mm
Weight
699 gr
ISBN-13
978-1-119-37777-1 (9781119377771)
Schweitzer Classification
Other editions
Additional editions

David Nunes | Jorge Sá Silva | Fernando Boavida
A Practical Introduction to Human-in-the-Loop Cyber-Physical Systems
E-Book
11/2017
Wiley
€93.99
Available for download

David Nunes | Jorge Sá Silva | Fernando Boavida
A Practical Introduction to Human-in-the-Loop Cyber-Physical Systems
E-Book
11/2017
Wiley
€93.99
Available for download
Persons
David Nunes, PhD is a researcher with the Centre for Informatics and Systems of the University of Coimbra, Coimbra, Portugal. He holds a Masters degree in Biomedical Engineering specializing in Bioinformatics.
Jorge Sá Silva, PhD is an Assistant Professor in the Department of Informatics Engineering of the University of Coimbral.
Fernando Boavida, PhD is a Professor in the Department of Informatics Engineering of the University of Coimbra and founder of the University's Laboratory of Communications and Telematics of DEI.
Content
List of Figures xi
List of Tables xvii
Foreword xix
Preface xxi
Acknowledgments xxiii
Acronyms xxv
1 Introduction 1
1.1 The rise of CyberPhysical Systems 1
1.2 Humans as Elements of CyberPhysical Systems 4
1.3 Objectives and Structure 7
PART I EVOLUTION AND THEORY
2 Evolution of HiTL Technologies 3
2.1 "Things", Sensors and the Real World 3
2.2 Human Sensing and Virtual Communities 9
2.3 In summary... 14
3 Theory of HiTLCPSs 17
3.1 Taxonomies for HiTLCPSs 17
3.2 Data Acquisition 20
3.3 State Inference 22
3.4 Actuation 24
3.5 In summary... 24
4 HiTL Technologies and Applications 27
4.1 Technologies for supporting HiTLCPS 27
4.2 Experimental Projects 37
4.3 In summary... 47
PART II HUMANINTHELOOP: HANDSON
5 A Sample App 51
5.1 A Sample Behavior Change Intervention App 51
5.2 The Sample App's Base Architecture 52
5.3 Enhancing the Sample App with HiTL EmotionAwareness 59
5.4 In summary... 64
6 Setting up the Development Environment 67
6.1 Installing Android Studio 67
6.2 Cloning the Android Project 72
6.3 Deploying the Server 81
6.4 Testing the Sample App 97
6.5 In summary... 99
7 Data Acquisition 101
7.1 Creating the EmotionTasker 101
7.2 Processing sensory data 108
7.3 In summary... 117
8 State Inference 119
8.1 Implementing a neural network 119
8.2 Requesting user feedback 123
8.3 Processing user feedback 167
8.4 In summary... 174
9 Actuation 177
9.1 Handling emotions on the server 177
9.2 Finishing up EmotionTasker 208
9.3 Providing positive reinforcement 224
9.4 In summary... 235
PART III FUTURE OF HUMANINTHELOOP CYBERPHYSICAL SYSTEMS
10 Requirements and Challenges for HiTL applications 239
10.1 Resilience 239
10.2 Security and Privacy 240
10.3 Standard Communications 242
10.4 Localization 246
10.5 State Inference 246
10.6 Safety 248
10.7 In summary... 248
11 HumanintheLoop Constraints 251
11.1 Technical limitations 251
11.2 Ethical limitations 254
A EmotionTasker's full code 259
References 273
Index 285